BMJ Open

Burden of abnormal nutritional indices among women aged 15–24 years in 40 low-income and middle-income countries: a multilevel multinomial logistic regression analysis

Background Despite global efforts to improve nutrition, young women aged 15–24 years in low-income and middle-income countries (LMICs) face persistent dual burdens of malnutrition, marked by high ...
Frontiers

Increased risk of deep vein thrombosis, pulmonary embolism, and all-cause mortality in chronic venous disorder: a large-scale retrospective cohort study

Background: Chronic venous disorder (CVD), often overlooked as a significant medical burden, has recently been linked to severe health risks, especially deep vein thrombosis (DVT), and pulmonary ...
IEEE

Predicting Medical Claim Denial Using Logistic Regression and Decision Tree Algorithm

Abstract: This study utilizes decision tree and logistic regression models to explore the factors contributing to medical claim denials and identify areas for improvement. We adapt undersampling ...
ahajournals.org

Impact of Corticospinal Tract Involvement Beyond ASPECTS on Brain Imaging Prior to Endovascular Therapy in Patients With Large Ischemic Core

The Alberta Stroke Program Early Computed Tomography Score and core volume on preoperative imaging are key predictors of clinical outcomes following endovascular therapy in patients with a large ...
IEEE

Automated Fake News Detection Using Logistic Regression over Decision Tree with Improved Accuracy

Abstract: This paper's primary goal is to use machine learning techniques, specifically Logistic Regression and Decision Trees, to identify bogus news on social media. An innovative logistic model is ...